MCP Server Builder
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
Plan, orchestrate, and adversarially verify parallel AI coding agents with a dynamic multi-agent workflow engine.
Install Open Dynamic Workflows
$ npx skills add sickn33/agentic-awesome-skills --skill open-dynamic-workflows -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install sickn33/agentic-awesome-skills open-dynamic-workflows --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/open-dynamic-workflows .claude/skills/open-dynamic-workflows && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "open-dynamic-workflows" agent skill from https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/open-dynamic-workflows into .claude/skills/open-dynamic-workflows/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "open-dynamic-workflows", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/open-dynamic-workflowsType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add sickn33/agentic-awesome-skills --skill open-dynamic-workflows -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install sickn33/agentic-awesome-skills open-dynamic-workflows --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/open-dynamic-workflows .agents/skills/open-dynamic-workflows && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "open-dynamic-workflows" agent skill from https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/open-dynamic-workflows into .agents/skills/open-dynamic-workflows/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "open-dynamic-workflows", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add sickn33/agentic-awesome-skills --skill open-dynamic-workflows -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install sickn33/agentic-awesome-skills open-dynamic-workflows --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/open-dynamic-workflows .cursor/skills/open-dynamic-workflows && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "open-dynamic-workflows" agent skill from https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/open-dynamic-workflows into .cursor/skills/open-dynamic-workflows/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "open-dynamic-workflows", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/sickn33/agentic-awesome-skills.git --path skills/open-dynamic-workflows--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add sickn33/agentic-awesome-skills --skill open-dynamic-workflows -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install sickn33/agentic-awesome-skills open-dynamic-workflows --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/open-dynamic-workflows .gemini/skills/open-dynamic-workflows && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "open-dynamic-workflows" agent skill from https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/open-dynamic-workflows into .gemini/skills/open-dynamic-workflows/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "open-dynamic-workflows", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install sickn33/agentic-awesome-skills open-dynamic-workflowsInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add sickn33/agentic-awesome-skills --skill open-dynamic-workflows -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/open-dynamic-workflows .github/skills/open-dynamic-workflows && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "open-dynamic-workflows" agent skill from https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/open-dynamic-workflows into .github/skills/open-dynamic-workflows/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "open-dynamic-workflows", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add sickn33/agentic-awesome-skills --skill open-dynamic-workflows -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install sickn33/agentic-awesome-skills open-dynamic-workflows --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/open-dynamic-workflows .opencode/skills/open-dynamic-workflows && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "open-dynamic-workflows" agent skill from https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/open-dynamic-workflows into .opencode/skills/open-dynamic-workflows/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "open-dynamic-workflows", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
open-dynamic-workflows- GitHub stars
- 47k
- Used in
- 1 other repo
- Token cost
- ~1.1k tokens
- SKILL.md length
- 427 words
- Files
- 1
- Skills in repo
- 1,394
- Repo updated
- First seen
- Licence
- MIT
At a glance
Plan, orchestrate, and adversarially verify parallel AI coding agents with a dynamic multi-agent workflow engine.
- Works in 3 steps: Plan → Orchestrate → Adversarially Verify
- Agent Workflows work in your project
- SKILL.md covers Overview, When to Use This Skill, How It Works and Examples, plus 5 more sections
- Calls npm and npx; needs ANTHROPIC_API_KEY
What it does
Open Dynamic Workflows is an agent skill from sickn33/agentic-awesome-skills. Plan, orchestrate, and adversarially verify parallel AI coding agents with a dynamic multi-agent workflow engine.
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows. The repository describes itself as: AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 2,400+ agentic skills. Includes… The licence is MIT.
When your agent uses it
- Agent Workflows work in your project
Example prompts
- “/open-dynamic-workflows”
Requirements
- Node.js
- A credential in ANTHROPIC_API_KEY
Workflow steps
3 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit 1e53ce2. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
npmnpx
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use npm and npx, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
ANTHROPIC_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Open Dynamic Workflows loads about 1.1k tokens when it runs. Until then it costs about 34 tokens; SKILL.md has 427 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from sickn33/agentic-awesome-skills at commit 1e53ce2, republished under its MIT licence (© sickn33). 427 words, ~1,113 tokens.
Download SKILL.mdSave it as
.claude/skills/open-dynamic-workflows/SKILL.md (or your agent's skills folder).- name
- open-dynamic-workflows
- description
- Plan, orchestrate, and adversarially verify parallel AI coding agents with a dynamic multi-agent workflow engine.
- category
- ai-agents
- risk
- critical
- source
- community
- source_repo
- Suraj1235/open-dynamic-workflows
- source_type
- community
- date_added
- 2026-06-06
- author
- Suraj1235
- tags
- multi-agent, orchestration, workflow, adversarial-verification, coding-agents
- tools
- claude, cursor, codex, gemini, antigravity
- license
- MIT
Open Dynamic Workflows
Overview
Open Dynamic Workflows (ODW) is an open-source dynamic multi-agent workflow engine for AI coding agents such as OpenCode, Codex, Antigravity, and VS Code. It lets you plan a task, orchestrate multiple agents working in parallel, and adversarially verify their output before it lands. ODW ships a Codex/Antigravity skill folder (SKILL.md plus a daemon bridge) and an OpenCode plugin, and it is bring-your-own-model (Anthropic, OpenAI-compatible, or Ollama). This skill is adapted from the community project at Suraj1235/open-dynamic-workflows.
When to Use This Skill
- Use when you need to decompose a coding task into independent subtasks and run multiple agents in parallel.
- Use when working across more than one AI coding tool (OpenCode, Codex, Antigravity, VS Code) and want a single orchestration layer.
- Use when the user asks for adversarial review or verification of agent-generated changes before merging.
How It Works
Step 1: Plan
ODW takes a high-level goal and produces a dynamic workflow graph of subtasks, identifying which can run in parallel and which have dependencies.
Step 2: Orchestrate
The engine dispatches subtasks to parallel agents through the OpenCode plugin or the Codex/Antigravity daemon bridge, using your configured model provider (Anthropic, OpenAI-compatible, or Ollama).
Step 3: Adversarially Verify
Completed work is routed through an adversarial verification pass that challenges the output before results are synthesized and returned.
Examples
Example 1: Run a parallel workflow
ODW is installed from source (clone the repo, then npm install). The CLI is
odw-daemon — run it as npm run odw -- <args> from inside the repo, or as
npx odw-daemon <args> / a global odw-daemon if you link the bin.
# Configure your model provider (bring-your-own-model)
export ANTHROPIC_API_KEY=... # or an OpenAI-compatible / Ollama endpoint
# One-time setup: generate ~/.odw/config.json
npm run setup
# Start the local workflow daemon (once)
npm run odw -- start
# Plan, orchestrate, and verify a task across parallel agents
npm run odw -- run --prompt "refactor the auth module and add tests"Show full SKILL.md (162 more words)Show less
Example 2: Use the Codex/Antigravity skill bridge
# ODW ships a SKILL.md + daemon bridge consumed by Codex / Antigravity.
# Start the daemon, then run a saved orchestration script through it:
npm run odw -- start
npm run odw -- run --script examples/workflows/studio-prime.workflow.js --cwd .Best Practices
- ✅ Scope each subtask so agents can run without shared state.
- ✅ Keep the adversarial verification pass enabled before merging agent output.
- ❌ Don't run interdependent subtasks in parallel without declaring their dependencies.
- ❌ Don't commit provider API keys; use environment variables or a secrets manager.
Limitations
- This skill does not replace environment-specific validation, testing, or expert review.
- Stop and ask for clarification if required inputs, permissions, or safety boundaries are missing.
Security & Safety Notes
- ODW executes agent-generated code and shell commands; run it only in an authorized, local, or sandboxed environment.
- Model provider credentials (Anthropic / OpenAI-compatible / Ollama) must be supplied via environment variables, never committed to source.
- Review adversarial-verification output before applying changes to a production branch.
Common Pitfalls
- Problem: Parallel agents collide on the same files. Solution: Give each subtask exclusive file/module ownership and run conflicting tasks sequentially.
Related Skills
@multi-agent-orchestration- When coordinating multiple agents on one goal.@code-review- How adversarial verification complements human review.
© sickn33, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in skills/open-dynamic-workflows of sickn33/agentic-awesome-skills.
Open the folder on GitHubat commit 1e53ce2
Used in 1 other repository
We found 5 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in sickn33/agentic-awesome-skills, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Open Dynamic Workflows next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Open Dynamic Workflows this skillsickn33/agentic-awesome-skills | 47k | 1 repos | ~1.1k | Automated safety check: Pass | MIT | |
| MCP Server Builderanthropics/skills | 180k | 62 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| Hook Development for Claude Code Pluginsanthropics/claude-plugins-official | 37k | 11 repos | ~4.1k | Automated safety check: Notes | Apache-2.0 | |
| Using Superpowersfarm-fe/farm | 5.6k | 34 repos | ~1.4k | Automated safety check: Pass | MIT | |
| Executing Plans Inlineobra/superpowers | 296k | 2 repos | ~5.1k | Automated safety check: Pass | MIT | |
| Claude Code Agent Developmentanthropics/claude-plugins-official | 37k | 8 repos | ~2.8k | Automated safety check: Pass | Apache-2.0 |
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Categories
Questions about Open Dynamic Workflows
What does Open Dynamic Workflows do?
Plan, orchestrate, and adversarially verify parallel AI coding agents with a dynamic multi-agent workflow engine. Open Dynamic Workflows is an agent skill from sickn33/agentic-awesome-skills. Plan, orchestrate, and adversarially verify parallel AI coding agents with a dynamic multi-agent workflow engine.
When should I use Open Dynamic Workflows?
Open Dynamic Workflows fits situations like: agent Workflows work in your project.
How do I install Open Dynamic Workflows in Claude Code?
Run `npx skills add sickn33/agentic-awesome-skills --skill open-dynamic-workflows -a claude-code`. Or copy the skill folder (skills/open-dynamic-workflows in sickn33/agentic-awesome-skills) into .claude/skills/open-dynamic-workflows in your project. Claude Code loads it when a task matches its description.
How do I install Open Dynamic Workflows in Codex?
Run `npx skills add sickn33/agentic-awesome-skills --skill open-dynamic-workflows -a codex`. Or copy the skill folder (skills/open-dynamic-workflows in sickn33/agentic-awesome-skills) into .agents/skills/open-dynamic-workflows in your project. Codex loads it when a task matches its description.
Can I use Open Dynamic Workflows in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add sickn33/agentic-awesome-skills --skill open-dynamic-workflows -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/open-dynamic-workflows, .gemini/skills/open-dynamic-workflows, .github/skills/open-dynamic-workflows and .opencode/skills/open-dynamic-workflows in your project.
What does Open Dynamic Workflows need to run?
Going by SKILL.md and its folder, Open Dynamic Workflows needs the command-line tools its instructions call (npm and npx) and credentials named ANTHROPIC_API_KEY. Our summary lists: Node.js; A credential in ANTHROPIC_API_KEY.
Does Open Dynamic Workflows access the network?
SKILL.md contains no URLs. Its commands use npm and npx, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Open Dynamic Workflows safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Open Dynamic Workflows use?
Open Dynamic Workflows is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Open Dynamic Workflows use?
About 1.1k tokens (SKILL.md is roughly 4.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Open Dynamic Workflows?
Skills that share tags, products or a category with Open Dynamic Workflows: MCP Server Builder (anthropics/skills, 180k stars), Hook Development for Claude Code Plugins (anthropics/claude-plugins-official, 37k stars), Using Superpowers (farm-fe/farm, 5.6k stars) and Executing Plans Inline (obra/superpowers, 296k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Open Dynamic Workflows?
sickn33 (a GitHub user) maintains it in sickn33/agentic-awesome-skills, which has 47,304 GitHub stars. The repository holds 1,394 skills in this directory. The repository was last updated on October 6, 2026.
Source: sickn33/agentic-awesome-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.